Skyline Query Processing on Interval Uncertain Data

作者: Xiaoyong Li , Yijie Wang , Xiaoling Li , Guangdong Wang

DOI: 10.1109/ISORCW.2012.26

关键词: Computer scienceProbability distributionDistributed databaseData miningObject (computer science)Dimension (data warehouse)Random variableSkylineUncertain dataInterval (graph theory)

摘要: Many recent applications involve processing and analyzing uncertain data. Recently, several research efforts have addressed answering skyline queries efficiently on massive datasets. However, the lacks methods to compute these data, where each dimension of object is represented as an interval or exact value. In this paper, we extensively study problem query based objects, which has never been studied before. We first model querying skylines Typically, address two efficient algorithms with I/O optimal for conventional constrained queries, respectively. Extensive experiments demonstrate efficiency all our proposed algorithms.

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